TY - BOOK AU - Saleh,A.K.MdEhsanes AU - Arashi,M. AU - Tabatabaey,S.M.M. TI - Statistical inference for models with multivariate t-distributed errors SN - 9781118854051 (hardback) U1 - 000SA.06 23 PY - 2014/// CY - New Jersey : PB - John Wiley KW - Regression analysis KW - Multivariate analysis N1 - Includes bibliographical references and indexes; 1. Introduction-- 2. Preliminaries -- 3. Location model -- 4. Simple regression model -- 5. ANOVA -- 6. Parallelism model -- 7. Multiple regression model -- 8. Ridge regression -- 9. Multivariate models -- 10. Bayesian analysis -- 11. Linear prediction models -- 12. Stein estimation-- References-- Author index-- Subject index N2 - This book summarizes the results of various models under normal theory with a brief review of the literature. Statistical Inference for Models with Multivariate t-Distributed Errors: Includes a wide array of applications for the analysis of multivariate observations Emphasizes the development of linear statistical models with applications to engineering, the physical sciences, and mathematics Contains an up-to-date bibliography featuring the latest trends and advances in the field to provide a collective source for research on the topic Addresses linear regression models with non-normal errors with practical real-world examples Uniquely addresses regression models in Student's t-distributed errors and t-models Supplemented with an Instructor's Solutions Manual ER -